{
 "schema": "s2s-bench-v1",
 "exhibit": "ten-minutes-with-living-artists",
 "exhibit_title": "Ten Minutes with Living Artists",
 "exhibit_url": "https://research.strata2signal.com/ten-minutes-with-living-artists/index.html",
 "licence": "CC BY 4.0",
 "attribution": "strata→signal research, research.strata2signal.com",
 "contact": "hello@strata2signal.com",
 "kind": "data-kit-provenance",
 "dataset": "ace-mnml-2026-09 / article-ten-minutes-with-living-artists",
 "generated_utc": "2026-09-03T00:00:00Z",
 "what_this_is": "One LoRA adapter trained on 159 tracks from 41 Creative-Commons releases, one control adapter trained on a single artist under the identical recipe, four rounds of renders, a pre-registered embedding bench, and exactly what happened to each file on the way here. Artifact names and role names only — never a path, never a host, never a person.",
 "run_window_utc": {
  "corpus_intake_utc": "2026-08-31T02:22:53Z (intake receipt frozen)",
  "trained_mnml0_utc": "2026-08-31T02:41:55Z - 02:52:05Z (10m 08s, per the trainer's own log)",
  "trained_fmctl0_utc": "2026-08-31T19:43:43Z + 1m 33s",
  "rendered_rounds_1_2_utc": "2026-08-31T03:01Z - 03:25Z",
  "rendered_round_3_utc": "2026-08-31T19:48Z",
  "rendered_round_4_utc": "2026-09-03T03:13:00Z - 03:30:01Z",
  "coherence_bench_utc": "2026-09-03T03:19:28Z - 03:39:50Z (seal at 03:08:03Z, eleven minutes before)"
 },
 "hosts_described_by_role": "Both adapters trained, and every one of the 65 clips rendered, on ONE 96 GB workstation-class card in the training box — the same card, the same recipe, the same pinned stack for both runs, which is what makes them comparable. The coherence bench embedded on a second box with two consumer cards, and its crops were cross-checked digest-for-digest against the training box's. No machine, address or person is named anywhere in this kit.",
 "sanitisation_rules": {
  "path-to-role": "an absolute filesystem path becomes the role-relative path it names (music/…, estate/…, s2s-research-hub/…). Nothing else on the line is touched.",
  "host-to-role": "a machine name becomes the role it played: the training box (where both adapters trained and every clip rendered), the evaluation box (where the coherence bench embedded), the public host, the laptop.",
  "person-to-role": "the operator's account and user names become 'the operator'. No person is named anywhere in this kit.",
  "card-to-class": "the training card is published by CLASS — 'a 96 GB workstation-class card' — never by model name. The two consumer cards on the evaluation box publish by name, as this house's earlier exhibits do, because they are hardware a reader might own.",
  "identity-withheld": "GPU UUIDs are hardware serials: they let nobody check anything and they fingerprint a machine. The fact that a card was pinned by UUID is published; the UUID is not.",
  "offset-to-utc": "one committer timestamp was recorded with a local UTC offset. The instant is published in UTC, which is the only clock this house publishes; nothing about the measurement changes."
 },
 "deliberately_unaltered": {
  "every measured value": "every loss, duration, digest, byte count, LUFS, peak, flat factor, parameter count and interval is as the instrument wrote it. No pass was dropped, smoothed or reordered — including the wide run's pass 9, whose 0.6334 is the best loss the run reached and which save-every-5 never wrote to disk.",
  "the two loudness spellings": "Rounds 1-2 and Round 3 name the same four loudness fields differently. Both are published as written rather than normalised, because normalising them would hide that a fold reading one spelling silently drops clips.",
  "the trainer's bare timestamps": "the training logs carry stamps with no zone marker. The training box runs Etc/UTC, so they are UTC; they are left exactly as written, because editing a timestamp inside a verbatim log is worse than explaining it.",
  "the placeholder captions": "split-mnml0.json marks its own caption rule PLACEHOLDER. That status was written before the result, and it is one of the article's findings; it is not corrected here."
 },
 "omitted": {
  "the blind key": "round4-blind-key.json — which label is which arm in the Round 4 blind sheet — is NOT in this kit and will not be until a verdict is recorded. The sheet's layout, seed and pairing rule are here; the key is the one thing that would spoil the listening.",
  "the adapter weights": "two 84 MiB LoRA files are not published. Both are identified by sha256 in the round records.",
  "the audio": "the clips are share-alike and live beside the article at ../audio/ with their own MANIFEST.sha256, not in this CC BY 4.0 kit. clips.json carries every fingerprint.",
  "the corpus audio": "208 third-party recordings are not redistributed. Their source URLs, licences and checksums are.",
  "the model and trainer": "named and linked in the article's colophon; neither is vendored here."
 },
 "open_caveats": {
  "RESULTS.sha256 is the run's receipt, not this kit's": "it was computed on the bench's unprojected bytes. SIX of the twelve files it lists were projected for publication (RESULTS.md, RUN.log, run_bench.py, crops.csv, embeddings-index.csv, metric2-render-centroid.csv) and will not match it; the other six do. Running `sha256sum -c RESULTS.sha256` inside coherence/ prints exactly those six as FAILED, which is the disclosure rather than a defect. MANIFEST.sha256 covers what is published here.",
  "the coherence pre-registration's seal": "PREREG-COHERENCE.md §0.4 carries the seal sha256 4bbe9548945d1bd849b355a080b49c481c067e21fd105e98d8d6d30c9f2fe5f2, computed over the registered file with the seal line itself still reading the placeholder. The copy in this kit is PROJECTED and therefore does not hash to it. The rules that fired, and how many times, are listed in this file's entry for it."
 },
 "what_was_not_touched": "No number, digest, timestamp-in-UTC, loss, count or interval was rewritten by any rule above. Every substitution replaced a machine name, a person, a filesystem path, a card model or a hardware serial.",
 "self_reference": "index.json, provenance.json and index.html are not listed among the files they describe: a file cannot carry its own sha256. index.json carries provenance.json's. MANIFEST.sha256 covers every kit file except itself, index.json and index.html, and index.json carries MANIFEST.sha256's digest.",
 "file_count": 45,
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   "role": "The coherence bench's pre-registration, sealed before the first embedding, with its five filed amendments — two of which correct the registration itself (A-C3 measures a registered disjointness claim FALSE; A-C4 corrects the seal's own clock).",
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